Part 2 Data cleaning - Vultures
All tracking devices come with errors, and each track must be checked visual and cleaned of outliers before analysis.
This page shows this process for each animal within the project. It has been automated so that we always have access to a stardardised and cleaned locations database.
Animals are cleaned in the order in which they occur in the database.
2.0.2 OC8 - Cathartes melambrotus
First observation: 2021-06-10 11:00:17
Last observation: 2024-02-04 13:00:08
Active for: 969.1 days


2.0.3 OC6 - Cathartes melambrotus
First observation: 2021-06-11 11:00:26
Last observation: 2022-02-18 10:00:53
Active for: 252 days


2.0.4 OC3 - Sarcoramphus papa
First observation: 2021-06-19 05:00:53
Last observation: 2024-02-03 10:00:33
Active for: 959.2 days


2.0.5 OC4 - Sarcoramphus papa
First observation: 2021-07-03 04:01:23
Last observation: 2021-08-12 09:00:34
Active for: 40.2 days


2.0.6 OC5 - Sarcoramphus papa
First observation: 2021-07-05 10:52:00
Last observation: 2021-09-17 11:32:00
Active for: 74 days


2.0.7 OC7 - Sarcoramphus papa
First observation: 2021-07-06 11:16:00
Last observation: 2022-11-09 06:02:58
Active for: 490.8 days


2.0.8 OC9 - Sarcoramphus papa
First observation: 2021-07-10 04:00:53
Last observation: 2024-01-03 08:00:08
Active for: 907.2 days


2.0.9 OC2 - Cathartes melambrotus
First observation: 2021-08-08 18:02:08
Last observation: 2022-09-05 10:00:20
Active for: 392.7 days


2.0.10 OC1 - Cathartes melambrotus
First observation: 2021-08-09 05:01:53
Last observation: 2024-02-04 10:00:35
Active for: 909.2 days


2.0.11 OC10 - Cathartes melambrotus
First observation: 2021-08-09 06:11:36
Last observation: 2024-02-04 15:00:23
Active for: 909.4 days


2.0.12 Attenborough - Sarcoramphus papa
First observation: 2022-02-16 10:00:41
Last observation: 2024-02-01 15:01:08
Active for: 715.2 days


2.0.13 Ugalde - Sarcoramphus papa
First observation: 2022-03-02 12:00:23
Last observation: 2024-02-04 15:00:25
Active for: 704.1 days


2.0.14 Forsyth - Sarcoramphus papa
First observation: 2022-03-03 12:00:21
Last observation: 2023-12-17 10:01:53
Active for: 653.9 days


2.0.15 Fossey - Sarcoramphus papa
First observation: 2022-03-07 10:30:23
Last observation: 2024-02-04 15:00:18
Active for: 699.2 days


2.0.16 Goodall - Sarcoramphus papa
First observation: 2022-03-09 15:30:09
Last observation: 2024-02-02 15:00:12
Active for: 695 days

The point in red has been removed!
Check it has gone:

2.0.17 Carson - Sarcoramphus papa
First observation: 2022-03-10 08:00:09
Last observation: 2022-09-09 10:00:53
Active for: 183.1 days


2.0.18 Wilson - Sarcoramphus papa
First observation: 2022-03-24 17:00:22
Last observation: 2024-02-04 15:00:16
Active for: 681.9 days


2.0.19 Santa - Sarcoramphus papa
First observation: 2022-12-23 14:01:11
Last observation: 2024-02-04 14:42:31
Active for: 408 days


2.0.20 Robinhood - Sarcoramphus papa
First observation: 2022-12-23 16:00:40
Last observation: 2024-02-04 15:00:16
Active for: 408 days


2.0.21 Frosty - Sarcoramphus papa
First observation: 2022-12-28 04:00:53
Last observation: 2024-02-04 15:00:21
Active for: 403.5 days


2.0.22 Wenceslas - Sarcoramphus papa
First observation: 2022-12-28 14:00:23
Last observation: 2024-02-04 15:00:16
Active for: 403 days


2.0.23 Elvis - Sarcoramphus papa
First observation: 2022-12-28 16:30:27
Last observation: 2024-02-04 15:01:22
Active for: 402.9 days


2.0.24 Messi - Sarcoramphus papa
First observation: 2023-01-07 11:00:11
Last observation: 2024-02-04 15:00:16
Active for: 393.2 days


2.0.25 Jatayu - Sarcoramphus papa
First observation: 2023-01-07 13:00:09
Last observation: 2024-02-04 13:00:07
Active for: 393 days


2.0.26 Rocky - Sarcoramphus papa
First observation: 2023-01-16 12:00:41
Last observation: 2024-02-04 15:00:24
Active for: 384.1 days

The point in red has been removed!

2.0.27 Carolina - Sarcoramphus papa
First observation: 2023-01-17 09:00:23
Last observation: 2024-02-04 15:00:16
Active for: 383.2 days


2.0.28 Moskovits - Sarcoramphus papa
First observation: 2023-01-23 12:00:20
Last observation: 2024-02-04 15:00:16
Active for: 377.1 days


2.0.29 Charizard - Sarcoramphus papa
First observation: 2023-01-23 14:00:07
Last observation: 2024-02-04 15:00:16
Active for: 377 days


2.0.30 Bonnie - Sarcoramphus papa
First observation: 2023-01-23 14:30:23
Last observation: 2024-02-04 15:00:16
Active for: 377 days


2.0.31 Fortaleza - Sarcoramphus papa
First observation: 2023-01-30 12:00:11
Last observation: 2023-02-06 10:00:17
Active for: 6.9 days


2.0.32 Kingkong - Sarcoramphus papa
First observation: 2023-02-04 10:00:41
Last observation: 2024-02-04 15:05:05
Active for: 365.2 days
NOTE It is not possible to make the error plot as it takes to long due to the 1 second data window. I have checked it offline and it is good.


2.0.33 Elizabeth - Sarcoramphus papa
First observation: 2023-02-04 12:00:41
Last observation: 2024-02-04 15:00:20
Active for: 365.1 days


2.0.34 Clifford - Cathartes aura
First observation: 2023-03-03 11:35:16
Last observation: 2024-02-04 15:00:19
Active for: 338.1 days


2.0.35 Pedro - Cathartes aura
First observation: 2023-03-20 15:00:10
Last observation: 2024-02-04 15:00:26
Active for: 321 days


2.0.36 Kingdavid - Sarcoramphus papa
First observation: 2023-03-24 15:00:07
Last observation: 2024-02-04 15:00:18
Active for: 317 days


2.0.37 Pilo - Cathartes aura
First observation: 2023-03-27 12:00:47
Last observation: 2023-06-29 17:30:36
Active for: 94.2 days


2.0.38 Nekhbet - Sarcoramphus papa
First observation: 2023-04-23 04:00:53
Last observation: 2024-02-04 13:20:09
Active for: 287.4 days


2.0.39 Spazzino - Sarcoramphus papa
First observation: 2023-04-26 12:00:47
Last observation: 2024-02-04 15:00:42
Active for: 284.1 days


2.0.40 Charles - Sarcoramphus papa
First observation: 2023-05-10 12:00:18
Last observation: 2024-02-04 15:00:18
Active for: 270.1 days


2.0.41 Shakira - Sarcoramphus papa
First observation: 2023-05-10 14:00:40
Last observation: 2024-01-31 15:00:31
Active for: 266 days


2.0.42 Siegfried - Sarcoramphus papa
First observation: 2023-05-11 12:00:41
Last observation: 2024-02-04 15:00:17
Active for: 269.1 days


2.0.43 Illari - Sarcoramphus papa
First observation: 2023-05-11 14:00:41
Last observation: 2024-02-03 07:00:18
Active for: 267.7 days


2.0.44 Yemanja - Sarcoramphus papa
First observation: 2023-05-13 04:00:53
Last observation: 2024-02-04 15:00:16
Active for: 267.5 days


2.0.45 Tupac - Sarcoramphus papa
First observation: 2023-05-23 16:00:18
Last observation: 2024-02-04 07:00:33
Active for: 256.6 days


2.0.46 Steve - Sarcoramphus papa
First observation: 2023-05-23 18:00:41
Last observation: 2024-02-04 15:00:06
Active for: 256.9 days


2.0.47 Mufasa - Sarcoramphus papa
First observation: 2023-06-08 04:00:53
Last observation: 2024-02-04 15:00:17
Active for: 241.5 days


2.0.48 Gordon - Sarcoramphus papa
First observation: 2023-06-08 14:00:53
Last observation: 2024-02-04 15:00:17
Active for: 241 days


2.0.49 Dustin - Cathartes aura
First observation: 2023-06-12 18:00:54
Last observation: 2024-02-04 15:00:19
Active for: 236.9 days


2.0.50 Sherekhan - Coragyps atratus
First observation: 2023-06-14 10:01:17
Last observation: 2024-02-04 15:00:26
Active for: 235.2 days


2.0.51 Buzzie - Coragyps atratus
First observation: 2023-06-14 16:00:38
Last observation: 2024-02-04 15:00:54
Active for: 235 days


2.0.52 Flaps - Coragyps atratus
First observation: 2023-06-14 16:01:41
Last observation: 2024-02-04 15:00:19
Active for: 235 days


2.0.53 Ziggy - Coragyps atratus
First observation: 2023-06-14 18:01:01
Last observation: 2024-02-04 15:00:21
Active for: 234.9 days


2.0.54 Dizzy - Coragyps atratus
First observation: 2023-06-14 18:02:15
Last observation: 2024-02-04 15:00:27
Active for: 234.9 days


2.0.55 Sonqoy - Cathartes aura
First observation: 2023-06-15 16:00:20
Last observation: 2024-02-04 15:00:23
Active for: 234 days


2.0.56 Wayra - Cathartes melambrotus
First observation: 2023-08-05 11:00:40
Last observation: 2024-02-04 14:00:53
Active for: 183.1 days


2.0.57 Chifle - Cathartes melambrotus
First observation: 2023-08-07 15:00:41
Last observation: 2024-02-04 14:00:22
Active for: 181 days


2.0.58 Sparrow - Sarcoramphus papa
First observation: 2023-08-09 10:00:14
Last observation: 2024-02-02 14:00:23
Active for: 177.2 days


2.0.59 Yellow - Cathartes melambrotus
First observation: 2023-08-14 15:00:23
Last observation: 2024-01-21 14:01:01
Active for: 160 days


2.0.60 Psyduck - Cathartes melambrotus
First observation: 2023-08-14 17:00:41
Last observation: 2024-02-04 14:00:22
Active for: 173.9 days


2.0.61 Gold - Cathartes melambrotus
First observation: 2023-08-15 14:30:41
Last observation: 2024-02-04 14:01:23
Active for: 173 days


2.0.62 Panchito - Sarcoramphus papa
First observation: 2023-08-17 16:30:11
Last observation: 2024-02-01 06:00:16
Active for: 167.6 days


2.0.63 Serena - Sarcoramphus papa
First observation: 2023-08-18 11:50:08
Last observation: 2024-02-04 14:00:16
Active for: 170.1 days


2.0.64 Cronos - Sarcoramphus papa
First observation: 2023-09-06 13:30:14
Last observation: 2024-02-02 14:00:49
Active for: 149 days


2.0.69 Zeus - Sarcoramphus papa
First observation: 2023-09-13 13:00:16
Last observation: 2024-02-04 14:00:47
Active for: 144 days


2.0.70 Kika - Cathartes melambrotus
First observation: 2023-09-14 14:00:16
Last observation: 2024-02-04 14:00:53
Active for: 143 days


2.0.71 Cheddar - Cathartes melambrotus
First observation: 2023-09-15 04:30:53
Last observation: 2024-02-03 14:00:50
Active for: 141.4 days


2.0.72 Ketchup - Cathartes aura
First observation: 2023-09-15 12:00:11
Last observation: 2024-02-04 14:00:24
Active for: 142.1 days


2.0.73 Pachacutec - Sarcoramphus papa
First observation: 2023-09-15 14:00:09
Last observation: 2024-01-20 14:00:16
Active for: 127 days


2.0.74 Mostaza - Cathartes melambrotus
First observation: 2023-09-15 15:00:28
Last observation: 2024-02-04 14:01:14
Active for: 142 days


2.0.75 Kiteri - Cathartes melambrotus
First observation: 2023-09-15 15:30:31
Last observation: 2024-02-04 14:00:43
Active for: 141.9 days


2.0.76 Morgan - Sarcoramphus papa
First observation: 2023-09-19 12:00:19
Last observation: 2024-02-04 06:00:48
Active for: 137.8 days


2.0.77 Antares - Cathartes melambrotus
First observation: 2023-09-20 17:20:28
Last observation: 2024-02-04 14:00:52
Active for: 136.9 days


2.0.78 Wanda - Sarcoramphus papa
First observation: 2023-09-25 11:00:07
Last observation: 2024-01-05 14:00:06
Active for: 102.1 days


2.0.79 Cosmo - Sarcoramphus papa
First observation: 2023-09-25 12:00:09
Last observation: 2024-02-04 14:00:33
Active for: 132.1 days


2.0.80 Vermelho - Cathartes aura
First observation: 2023-10-12 17:30:13
Last observation: 2024-02-04 14:00:15
Active for: 114.9 days


2.0.81 Puka - Cathartes aura
First observation: 2023-10-12 18:00:53
Last observation: 2023-10-13 04:00:41
Active for: 10 days


2.0.82 Calebinho - Sarcoramphus papa
First observation: 2023-10-23 08:00:07
Last observation: 2024-02-04 14:00:33
Active for: 104.3 days


2.0.83 Rolim - Sarcoramphus papa
First observation: 2023-10-23 10:00:20
Last observation: 2024-01-19 14:00:15
Active for: 88.2 days


2.0.84 Picasso - Coragyps atratus
First observation: 2023-10-23 12:00:52
Last observation: 2024-02-04 14:00:29
Active for: 104.1 days


2.0.85 Salvador - Sarcoramphus papa
First observation: 2023-11-05 10:50:23
Last observation: 2024-02-03 14:00:16
Active for: 90.1 days


2.0.86 Sirius - Coragyps atratus
First observation: 2023-11-05 11:35:41
Last observation: 2024-02-04 06:00:27
Active for: 90.8 days


2.0.87 Yana - Coragyps atratus
First observation: 2023-11-05 14:00:31
Last observation: 2024-02-04 06:00:48
Active for: 90.7 days


2.0.88 Chilombiano - Coragyps atratus
First observation: 2023-11-05 14:00:41
Last observation: 2024-02-04 06:00:33
Active for: 90.7 days


2.0.89 Toruk - Sarcoramphus papa
First observation: 2023-11-09 09:30:07
Last observation: 2024-01-31 06:00:16
Active for: 82.9 days


2.0.90 Artemis - Cathartes melambrotus
First observation: 2023-11-10 16:00:31
Last observation: 2024-02-04 04:00:59
Active for: 85.5 days


2.0.91 Mendel - Cathartes melambrotus
First observation: 2023-11-11 10:00:57
Last observation: 2024-02-02 04:01:16
Active for: 82.8 days


2.0.92 Pepper - Cathartes aura
First observation: 2023-11-15 11:50:31
Last observation: 2024-01-29 04:00:50
Active for: 74.7 days















